Fig. 2: The multi-agent conversation (MAC) framework.
From: Enhancing diagnostic capability with multi-agents conversational large language models

The admin agent provides the patient’s information. The supervisor agent initiates and supervises the joint conversation. The three doctor agents jointly discuss the patient’s condition. The final output is provided either when consensus is reached or after a maximum of thirteen rounds of conversation.